The k-nearest neighbors estimation of the conditional mode
search
  • The k-nearest neighbors estimation of the conditional mode
  • The k-nearest neighbors estimation of the conditional mode

The k-nearest neighbors estimation of the conditional mode

WAHIBA BOUABSA

39,90 €
37,90 € Économisez 5%

Functional data

During the last decades, the branch of statistics dedicated to the study of functional variables has known a real development in term of theoretical developments that diversification of fields of application.

We are more particularly interested in this books to the non parametric estimation of the conditional mode by the k-Nearest Neighbourd method, in which the response variable is real whereas the explanatory variable is functional (taking its values in an infinite dimensional space).

The aim of this books is to study the nonparametric estimation of the conditional mode by the k-Nearest Neighbor method for functional explanatory variables.

We give the rate of the almost complete convergence of the $k$-NN kernel estimator of the conditional mode.

A real data application is presented to exhibit the effectiveness of this estimation method with respect to the classical kernel estimation.

Format : Papier

Livraison dans le monde entier.
Frais d'envoi limités à 4,90 € pour la France métropolitaine quel que soit le nombre d'articles. Délai de livraison : 2 à 5 jours.
Pour les produits numériques, frais d'envoi offerts et accès immédiat.

Quantité
Disponible

Bouabsa Wahiba, PhD in Applied Mathematics from the University of Sidi Bel Abbès (Djilali Liabes), currently lecturer at the University Djillali Liabès (Algeria).


Fiche technique

Auteur
WAHIBA BOUABSA
Langue
Français
Éditeur
Éditions universitaires européennes
Année
2018
Pages
56
Pays
Algérie Algérie

30 autres produits dans la même catégorie :

Voir tout
Voir tout